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activityrecognition

Information about activity recognition

agcrn

Adaptive Graph Convolutional Recurrent Network

arxausality

A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.

awesome-long-video-generation

baidutraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

bike-share-data-best-practices

This repo is designed to gather bike share data best practices AND socialize a list of open and free tools to hack on bike share data. This grows from Council Member Brad Lander introducing Int. No 1117-2013 on 24 July 2013. This is a local law to amend the administrative code of the City of New York, in relation to requiring the complication of Citi Bike usage data.

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

correlated_time_series_forecasting

a reviewed paper list about correlated time series forecasting, mainly focus on deep learning baased approachs

curb-gan

The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"

dcrnn_pytorch

A simplified Pytorch implementation of DCRNN

deep_human_activity_recognition

A reviewed paper list about deep learning methods for human activity recognition task

deep_learning_smart_transportation

A reviewed paper list about applying deep learning models for smarter transportation systems

deepst

Deep Learning for Spatio-Temporal Data

graphcnn-bike

hawkpr

laplacenet

A PyTorch Implementation of LaplaceNet:A Hybrid Energy-Neural Model for Deep Semi-Supervised Classification

leibai.github.io

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

paperwritingnotes

Some thoughts about writing scientific papers

readingnotes

robustautoencoder

A combination of Autoencoder and Robust PCA

stag-gcn

Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting

stargan-tensorflow

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

stg2seq

Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting

wearablesensordata